17 citations · 35 across the 3 of their papers we have counts for
3 papers
Transmission matrix parameter estimation of COVID-19 evolution with age compartments using ensemble-based data assimilation
Santiago Rosa, Manuel Pulido, Juan Ruiz +1
The COVID-19 pandemic and its multiple outbreaks have challenged governments around the world. Much of the epidemiological modeling was based on pre-pandemic contact information of…
Inference in epidemiological agent-based models using ensemble-based data assimilation
Tadeo Javier Cocucci, Manuel Pulido, Juan Aparicio +3
To represent the complex individual interactions in the dynamics of disease spread informed by data, the coupling of an epidemiological agent-based model with the ensemble Kalman f…
Model error covariance estimation in particle and ensemble Kalman filters using an online expectation-maximization algorithm
Tadeo Javier Cocucci, Manuel Pulido, Magdalena Lucini +1
The performance of ensemble-based data assimilation techniques that estimate the state of a dynamical system from partial observations depends crucially on the prescribed uncertain…